Comparison

conda vs JFrog Artifactory

On the evidence we track, conda leads this comparison with a composite score of 54/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

conda full profile →JFrog Artifactory full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

★conda54

JFrog Artifactory36

Attribute comparison across 2 tools
Attribute	condaLeader	JFrog Artifactory
vioscaleAI score	54 / 100high · 79%	36 / 100medium · 66%
Pricing
Free tierpricing.free_tier	✓	-
Modelpricing.model	open_source	commercial
Price levelpricing.price_level	free	-
Transparentpricing.transparent	✓	-
Integrations
Countintegrations.count	1	100
Security
Certificationssecurity.certifications	-	Red Hat Partner Vulnerability Scanner Certification, Red Hat Certified OpenShift Operator, Red Hat Certified UBI Container Image
Disclosure policysecurity.disclosure_policy	-	✓
Pcisecurity.pci	-	✓
Scorecardsecurity.scorecard	5.1	-
Trust centersecurity.trust_center	-	https://jfrog.com/blog/compliance-made-easy-with-jfrog-xray/
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=conda&per_page=100 · Last 12m: 0	-
Reliability
Sla pctreliability.sla_pct	-	99.99
Adoption
Dependent reposadoption.dependent_repos	6,665	-
Github starsadoption.github_stars	7,533	-
Package downloads weeklyadoption.package_downloads_weekly	1,252	-
Activity
Commits last 30dactivity.commits_last_30d	95	-
Release
Cadence daysrelease.cadence_days	17	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	BSD	-
Language
Primarylanguage.primary	Python	-
Content
Faqcontent.faq	4 items	4 items

Score

vioscaleAI score

conda54 / 100high · 79%

JFrog Artifactory36 / 100medium · 66%

Pricing

Free tier

conda✓

JFrog Artifactory–

Model

condaopen_source

JFrog Artifactorycommercial

Price level

condafree

JFrog Artifactory–

Transparent

conda✓

JFrog Artifactory–

Integrations

Count

conda1

JFrog Artifactory100

Security

Certifications

conda–

JFrog ArtifactoryRed Hat Partner Vulnerability Scanner Certification, Red Hat Certified OpenShift Operator, Red Hat Certified UBI Container Image

Disclosure policy

conda–

JFrog Artifactory✓

Pci

conda–

JFrog Artifactory✓

Scorecard

conda5.1

JFrog Artifactory–

Trust center

conda–

JFrog Artifactoryhttps://jfrog.com/blog/compliance-made-easy-with-jfrog-xray/

Vulnerabilities

condaCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=conda&per_page=100 · Last 12m: 0

JFrog Artifactory–

Reliability

Sla pct

conda–

JFrog Artifactory99.99

Adoption

Dependent repos

conda6,665

JFrog Artifactory–

Github stars

conda7,533

JFrog Artifactory–

Package downloads weekly

conda1,252

JFrog Artifactory–

Activity

Commits last 30d

conda95

JFrog Artifactory–

Release

Cadence days

conda17

JFrog Artifactory–

History

conda20 items

JFrog Artifactory–

License

Spdx

condaBSD

JFrog Artifactory–

Language

Primary

condaPython

JFrog Artifactory–

Content

Faq

conda4 items

JFrog Artifactory4 items

Capabilities

Feature-by-feature on the axes that matter for package registries. “-” means undocumented, not absent.

Capability comparison for Package Registries
Capability	conda	JFrog Artifactory
Core
Role	Package manager client	Private hosted registry
Ecosystem
Ecosystem / language	Polyglot	Polyglot
Deployment
Deployment	CLI-local	SaaS
Formats
Package formats supported	Many formats	Many formats
Hosting
Private / scoped packages	-	✓
Upstream proxy / caching	-	✓
Resolution
Lockfile / deterministic installs	✓	-
Workspaces / monorepo	-	-
Content-addressable store	✓	-
Supply chain
Supply-chain integrity	✓	✓
Vulnerability / licence scanning	-	✓
Licensing
Openness	Open-source	Closed
Pricing
Pricing model	Free / OSS	-

Core

Role

condaPackage manager client

JFrog ArtifactoryPrivate hosted registry

Ecosystem

Ecosystem / language

condaPolyglot

JFrog ArtifactoryPolyglot

Deployment

condaCLI-local

JFrog ArtifactorySaaS

Formats

Package formats supported

condaMany formats

JFrog ArtifactoryMany formats

Hosting

Private / scoped packages

conda-

JFrog Artifactory✓

Upstream proxy / caching

conda-

JFrog Artifactory✓

Resolution

Lockfile / deterministic installs

conda✓

JFrog Artifactory-

Workspaces / monorepo

conda-

JFrog Artifactory-

Content-addressable store

conda✓

JFrog Artifactory-

Supply chain

Supply-chain integrity

conda✓

JFrog Artifactory✓

Vulnerability / licence scanning

conda-

JFrog Artifactory✓

Licensing

Openness

condaOpen-source

JFrog ArtifactoryClosed

Pricing

Pricing model

condaFree / OSS

JFrog Artifactory-

What each one is

The product in its own terms, so the numbers below have context.

conda

Leader

An open-source tool and ecosystem for managing software packages and libraries across different programming languages and computer platforms

Independently observed

JFrog Artifactory

A repository management system that centralizes storage and distribution of software components, containers, packages, and AI models with integrated security controls and version management.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

conda

Leader

Open source

as of 2026-10-15verify ↗

JFrog Artifactory

Pricing not documented yet.

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	conda	JFrog Artifactory
WebPlatforms	✗	✓
macOSPlatforms	✓	✗
WindowsPlatforms	✓	✗
LinuxPlatforms	✓	✗
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	-	✓
Self-hostedDeployment	-	✓
HybridDeployment	-	✓

Platforms

Web

conda✗

JFrog Artifactory✓

macOS

conda✓

JFrog Artifactory✗

Windows

conda✓

JFrog Artifactory✗

Linux

conda✓

JFrog Artifactory✗

CLI

conda✓

JFrog Artifactory✗

Deployment

Cloud / SaaS

conda–

JFrog Artifactory✓

Self-hosted

conda–

JFrog Artifactory✓

Hybrid

conda–

JFrog Artifactory✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)

PyPI

conda

Leader

1 total - 0 not shared

PyPI

Independently observed

JFrog Artifactory

20 total - 19 not shared

ServiceNow
GitHub
NVIDIA
Docker
Maven
Sonar
npm
NuGet
Helm
Terraform
Ansible
Debian
RPM
Conan
OCI
Hugging Face
LDAP
SAML
Red Hat

Independently observed

Still deciding?

conda or JFrog Artifactory: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.